DEVELOPMENT... OpenML
Run
131050

Run 131050

Task 18 (Supervised Classification) mfeat-morphological Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomForest(2)_I160
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9133
Per class
Build CPU time
81.0555
Build memory
2419251318.4
F measure
0.6972
Per class
Kappa
0.6639
KB relative information score
1378.609
Mean absolute error
0.0606
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6977
Per class
Predictive accuracy
0.6975
Prior entropy
3.3219
Recall
0.6975
Per class
Relative absolute error
0.3364
Root mean prior squared error
0.3
Root mean squared error
0.2416
Root relative squared error
0.8055
SciMark benchmark
927.3354